Hi Ayoub,

You could try using the sql format to set the compression type:

sc = SparkContext()
sqc = SQLContext(sc)
sqc.sql("SET spark.sql.parquet.compression.codec=gzip")

You get a notification on screen while running the spark job when you set
the compression codec like this. I havent compared it with different
compression methods, Please let the mailing list knows if this works for
you. 

Best
Sahan



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